What You Will Learn

1. Python Programming

Learn the fundamentals of Python through practical coding exercises.

Topics Include:

Python introduction
Variables
Data types
Operators
Input and output
Conditions
if, elif and else

for and while loops
Functions
Strings & Lists
Tuples, Sets & Dictionaries
File handling
Exception handling
Modules and packages
Object-Oriented Programming

2. Python for Data Analysis

Learn how Python can be used to work with real-world data.

Topics Include:

NumPy
Pandas
DataFrames
Data cleaning
Missing data
Data filtering

Data sorting
Data grouping
CSV files & Excel data
Data manipulation
Basic statistics
Data visualization

3. Data Visualization

Learn how to convert data into meaningful visual information.

Tools & Techniques:

Matplotlib
Basic visualization techniques
Charts and graphs
Comparison charts
Trend analysis
Data presentation

Practice Datasets: Student records, Sales data, Employee data, Customer data, Business data.

4. Machine Learning Core

Understand how computers can learn patterns from data.

You Will Learn:

What is Machine Learning?
AI vs Machine Learning
Types of Machine Learning
Supervised & Unsupervised Learning
Training data & Testing data
Features & Labels
Model training & Predictions
Model evaluation
Overfitting and underfitting

5. Algorithms & 6. AI Connection

Regression: Linear & Multiple Regression
Classification: Logistic Regression, Decision Trees, K-Nearest Neighbors, Support Vector Machines, Random Forest
Unsupervised: Clustering, K-Means, Customer segmentation

Python for Artificial Intelligence:

AI fundamentals (AI vs ML vs Deep Learning)
AI applications & Neural networks intro
Generative AI fundamentals
Python libraries for AI & Projects

*Focus is on understanding when and why an algorithm is used, not simply memorising names.

Practical Python & Machine Learning Projects

The best way to learn programming is to practise it. Students work on practical exercises and projects throughout the course.

Python Projects

Student Management System
Billing System
Employee Management System
Expense Tracker
Quiz Application
File Management Application

Data Analysis Projects

Student Performance Analysis
Sales Data Analysis
Employee Data Analysis
Customer Data Analysis

Machine Learning Projects

Student Performance Prediction
House Price Prediction
Sales Prediction
Customer Segmentation
Spam Classification
Recommendation System

Portfolio Impact: Projects help students understand how programming and Machine Learning concepts can be applied to real problems.

Python & Machine Learning Learning Roadmap

Level 1

Beginner Level

Python Fundamentals:
Variables → Conditions → Loops → Functions → Data Structures

Level 2

Programming Level

Advanced Python:
OOP → Files → Modules → Exception Handling

Level 3

Data Level

Python for Data:
NumPy → Pandas → Data Cleaning → Data Analysis → Visualization

Level 4

Machine Learning Level

Machine Learning Core:
Regression → Classification → Clustering → Model Evaluation

Level 5

Advanced Level

AI Fundamentals:
Machine Learning → Neural Networks → Generative AI Concepts

Level 6

Project Level

Build Your Portfolio:
Python Projects → Data Projects → ML Projects → GitHub Portfolio

Who Can Join This Course?

Our course is designed for students, beginners, graduates and aspiring technology professionals who want to learn Python programming. You can start with the Python fundamentals even if you are new to programming.

12th Pass Students
BCA & BTech Students
MCA & BSc CS Students
BSc IT & MSc IT Students

College Students & Graduates
Absolute Beginners
Working Professionals
Aspiring Python Developers

Python & Machine Learning Career Paths

After developing strong programming knowledge, practical experience and a project portfolio, students can explore career paths such as:

Python Developer Junior Python Developer Data Analyst Data Science Intern Machine Learning Intern AI Developer Automation Developer Backend Developer Junior ML Developer

*Career outcomes depend on individual skills, experience, projects and employer requirements.

Why Learn Python?

Python is used across several technology areas, including: Web Development, Data Analysis, Data Science, Artificial Intelligence, Machine Learning, Automation, and Software Development. Learning Python can therefore provide a foundation for progressing into several different technology fields.

Why Choose Samrat Technologies?

Practical Learning

Learn concepts and practise them through coding exercises and assignments.

Beginner-Friendly Training

Start with Python fundamentals before moving into advanced topics.

Project-Based Learning

Apply your knowledge through Python, Data Analysis and Machine Learning projects.

AI & Machine Learning Focus

Understand how Python connects with Data Science, AI and Machine Learning.

Local Training

Students from Muktsar, Bathinda and nearby areas can access technology training through our local centres.

Our Training Centers

Muktsar Centre

Samrat Technologies

Opposite Bus Stand, 30 Ft Road, Sri Muktsar Sahib, Punjab

Looking for a Python Course in Muktsar? Samrat Technologies provides practical programming and technology training for students and beginners in Sri Muktsar Sahib. Learn Python programming through coding exercises, assignments, data analysis and practical projects.

Contact: 86991-18177 | 99889-18000

Bathinda Centre

Samrat Technologies

Ajit Road, 13 Number Street, Bathinda, Punjab

Searching for a Python Course or Machine Learning Course in Bathinda? Samrat Technologies provides technology training for learners in Bathinda who want to develop programming, data and AI-related skills.

Contact: 86991-18177 | 99889-18000